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Automation Risk Analysis

Will “Shark Biologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #240 of 702. Estimated risk: 30.0%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

51%

“Shark Biologist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

41%

“Shark Biologist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 41% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Zoologists and Wildlife Biologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Study the origins, behavior, diseases, genetics, and life processes of animals and wildlife. May specialize in wildlife research and management. May collect and analyze biological data to determine the environmental effects of present and potential use of land and water habitats.

Avg. Annual Salary $77,920
Avg. Hourly Wage $37.46
Available Jobs (US) 16,920
Job Title & Hierarchy Code (SOC) Zoologists and Wildlife Biologists #19-1023
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Zoologists and Wildlife Biologists”

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Core Skills & Abilities

  • Analyze characteristics of animals to identify and classify them.

  • Coordinate preventive programs to control the outbreak of wildlife diseases.

  • Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry.

  • Study characteristics of animals, such as origin, interrelationships, classification, life histories, diseases, development, genetics, and distribution.

  • Perform administrative duties, such as fundraising, public relations, budgeting, and supervision of zoo staff.

  • Collect and dissect animal specimens and examine specimens under microscope.

  • Disseminate information by writing reports and scientific papers or journal articles, and by making presentations and giving talks for schools, clubs, interest groups and park interpretive programs.

  • Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.

  • Organize and conduct experimental studies with live animals in controlled or natural surroundings.

  • Conduct literature reviews.

  • Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified.

  • Develop, or make recommendations on, management systems and plans for wildlife populations and habitat, consulting with stakeholders and the public at large to explore options.

  • Inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.

  • Inventory or estimate plant and wildlife populations.

Technologies & Software

  • Semantic Scholar AI
  • HATPRO
  • Gemini (Google)
  • IBM Lotus 1-2-3
  • NotebookLM (Google)
  • Microsoft Project
  • Salesforce software
  • Microsoft Outlook
  • Kimi (Moonshot AI)
  • Python
  • Microsoft PowerPoint
  • Claude (Anthropic)
  • Microsoft Access
  • Database management software
  • Statistical software
  • Corel WordPerfect Office Suite
  • Llama (Meta)
  • Nova (Amazon)
  • Mistral (Mistral AI)
  • Global positioning system GPS software
  • Geographic information system GIS software
  • Gemini for Workspace
  • ChatGPT (OpenAI)
  • ESRI ArcView
  • Geographic information system GIS systems
  • Microsoft Office software
  • Spreadsheet software
  • Word processing software
  • Relational database software
  • Microsoft Word
  • Email software
  • Elicit
  • Microsoft Active Server Pages ASP
  • SAS
  • DeepSeek
  • Consensus
  • Scite AI
  • ESRI ArcGIS software
  • Mistral AI (chat/models)
  • Web browser software
  • Microsoft Excel
  • R
  • Perplexity AI
  • Computer modeling software
  • Qwen (Alibaba)
  • Grok (xAI)
  • Folsom plankton splitters
  • Plankton nets
  • Safety glasses
  • Leather gloves
  • Snowmobiles
  • Desktop computers
  • Mist nets
  • Personal computers
  • Compound binocular light microscopes
  • Tree corers
  • Metric measuring tapes
  • Odonata nets
  • Geodetic ground global positioning system GPS receivers
  • Sweeping nets
  • Gill nets
  • Stainless steel scalpel blades
  • Two way radios
  • Archery bows
  • Ekman dredges
  • Laser hypsometers
  • Fume hoods
  • Seines
  • Carbon dioxide CO2 monitors
  • Laboratory beakers
  • Radio telemetry equipment
  • Graduated glass laboratory cylinders
  • Counting chambers
  • Egg candlers
  • Dropping pipettes
  • Binoculars
  • Sterilizing ovens
  • Mesh sieves
  • Multiplate samplers
  • Canoes
  • Dissecting tools
  • Water pumps
  • Water sample collection containers
  • Vernier calipers
  • Compound microscopes
  • pH meters
  • Air compressors
  • Steam autoclaves
  • Volumeters
  • Sledgehammers
  • Snorkels
  • Dissecting microscopes
  • Monopan balances
  • Adjustable widemouth pliers
  • Water thermometers
  • Laboratory forceps
  • Jet skis
  • Extension ladders
  • Light traps
  • Bongo nets
  • Small power boats
  • All terrain vehicles ATV
  • Dissolved oxygen meters
  • Boat trailers
  • Animal transmitters
  • Benchtop centrifuges
  • 35 millimeter cameras
  • Laser printers
  • Digital cameras
  • Dart guns
  • Sieve buckets
  • Nitrile gloves
  • Benthic samplers
  • Hand lenses
  • Fish traps
  • Axes
  • Portable refractometers
  • Notebook computers
  • Rulers
  • Conductivity meters
  • Laboratory balances
  • Foot snares
  • Secchi disks
  • Compasses
  • Climbing belts
  • Laboratory mechanical convection incubators
  • Specimen collection containers
  • Micrometers
  • Calorimeters
  • Tree top peeper and video probe systems
  • Jellyfish scoops
  • Dust masks
  • Petri dishes
  • Flow meters
  • Salinity meters
  • Clinometers
  • Rubber rafts
  • Aerial nets
  • Water samplers
  • Hard hats
  • Dataloggers
  • Spectrometers
  • Laboratory funnels
  • Animal traps
  • Four wheel drive 4WD vehicles
  • Drying ovens
  • Laboratory freezers
  • Spotting scopes
  • Field thermometers
  • Spring scales
  • Self-contained underwater breathing apparatus SCUBA equipment
  • Scintillation vials
  • D-ring nets
  • Dip net samplers
  • Culvert traps
  • Photomicroscopes